A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs

Sanjeev Arora, Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli. A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [doi]

@inproceedings{AroraKSV18,
  title = {A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs},
  author = {Sanjeev Arora and Mikhail Khodak and Nikunj Saunshi and Kiran Vodrahalli},
  year = {2018},
  url = {https://openreview.net/forum?id=B1e5ef-C-},
  researchr = {https://researchr.org/publication/AroraKSV18},
  cites = {0},
  citedby = {0},
  booktitle = {6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher = {OpenReview.net},
}